bangla-para-v4

mHossain/bangla-para-v4

bangla-para-v4 is a machine learning model from mHossain. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Apr 25, 2023
Updated: Apr 25, 2023
SHA: b31b8e38

Model card

From the Hugging Face model README

bangla-para-v4

This model is a fine-tuned version of mHossain/bangla-para-v3 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0460
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 18.3008

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5000
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.3424	1.0	22500	1.0460	0.0	0.0	0.0	0.0	18.3008

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: Apr 25, 2023
Updated: Apr 25, 2023